Pooja was born on July 25, 1988, in Kathmandu, Nepal. She began her acting career at a young age, making her debut in the Nepali film industry with the movie "Muna Ko Manta" in 2007. Her breakthrough role came with the film "Koshi" in 2008, which earned her widespread recognition and critical acclaim.